“…To enhance your robot further, you’ll master neural networks to classify and separate objects and navigate autonomously, before advancing to guiding your robot arms using reinforcement learning and genetic algorithms. …”

“…Kubernetes offers an open-source and cost-effective platform for deploying and managing big data tools and workloads, ensuring optimal resource utilization and minimizing operational overhead. If you want to master the art of building and deploying big data solutions using Kubernetes, then this book is for you. …”

Tabla de Contenidos:

Tabla de Contenidos:

Tabla de Contenidos: “…Unser erstes Programm -- Programmieren in einer Arduino-Umgebung -- setup() -- Konzept EEPROM -- Konzept TIMER/Ticker -- loop() -- Vom Programm zum Board -- Der CAN-Bus -- Der Blick aufs Ganze -- Der Basisdecoder -- ESP-NOW als Alternative zum WLAN -- Der Decoder startet eine Wifi-Session im AP-Mode mit der eigenen MAC-­Adresse und dem Präfix »CNgrSLV« -- Der Decoder initialisiert sein ESP-NOW-System -- Den Master hinzufügen -- Nach Erhalt einer Quittung sind die Decoder empfangsbereit -- PING -- SWITCH_ACC -- BlinkAlive -- Die Decoder senden ihre PING-Antwort -- Die Decoder senden Konfigurationsdaten -- CONFIG_STATUS -- SYS_CMD/SYS_STAT -- Zusammenfassung -- Der Weichendecoder -- Festlegen der Weichenadressen -- Die Empfangsroutine -- Das Stellen der Servos -- Die Ausladung -- Zusammenfassung -- Der Formsignaldecoder -- Der LED-Signaldecoder -- Der Lichtdecoder -- Der Gleisbesetztmelder -- Die CANguru-Bridge -- Die CANguru-Bridge registriert Wifi-Sender mit dem Präfix »CNgrSLV« als eigene Clients -- Eine Quittung an die Clients geben -- Vom CANguru-Server den Frame 0x88 empfangen und mit 0x89 antworten -- Die Kommunikation der CANguru-Bridge -- Die CANguru-Bridge meldet sich über Telnet im Ausgabefenster des CANguru-Servers -- Die CANguru-Bridge empfängt die Datei »lokomotive.cs2« vom CANguru-Server -- Die CANguru-Bridge startet die Gleisbox -- Die CANguru-Bridge sendet einen PING an die Decoder -- Der CANguru-Server verfolgt die Übertragung der Konfigurationsdaten -- Wenn alle Decoder sich gemeldet haben, kommt die Meldung »Start WDP« -- Zusammenfassung -- Der CANguru-Server -- Der CANguru-Server sendet einen CAN-Frame mit Cmd 0x88 -- Der CANguru-Server trägt die IP-Adresse der CANguru-Bridge in das Feld oben links ein -- Der CANguru-Server empfängt die PING-Antworten der Decoder -- Der CANguru-Server baut eine Liste der Decoder auf…”

Tabla de Contenidos: “…Intro -- Introduction -- Contents -- Contributors -- Chapter 1: Quality and Standards for Haematopoietic Stem Cells Transplantation Programs -- Quality -- Standards -- Impact -- Conclusion -- References -- Chapter 2: Development of Organizational Quality Management System -- References -- Chapter 3: Document Development, Implementation, Review, Archive, and Disposal -- General -- Start -- Workflow -- Responsibilities -- Duplication of Requirements Between Different Quality Systems -- ICT Systems and Paper Documents -- Education and Document Management -- JACIE on Document Management -- Chapter 4: Audits -- General Concepts -- Definition and Purpose -- Scope -- Types of Audits -- Auditor Requirements -- How to Perform Internal Audit: The Steps of an Internal Audit -- Audit Calendar -- Audit Plan -- Conducting the Audit -- Closing -- Audit Report -- Actions -- Communication of the Result of Internal Audits -- References -- Chapter 5: Qualification and Validation -- Glossary -- Validation Process (Fig. 5.2) -- Example of Documents and Registration Forms for Validation -- Validation Master Plan (VMP) -- Validation Study -- References -- Chapter 6: Outcome Analysis -- What Is Outcome Analysis? …”

Tabla de Contenidos: “…Transfer pricing documentation - Master file -- Annex II to Chapter V. Transfer pricing documentation - Local file -- Annex III to Chapter V. …”

Tabla de Contenidos:

Tabla de Contenidos: “…-- Creating your basic network profile -- Automation of network services using Ansible -- Summary -- Chapter 4: Link Aggregation Creation - Creating Your Own Link and Mastering the Networking Domain -- Technical requirements -- Setting up GitHub access -- Setting up your lab environment for Network Interface Card (NIC) teaming -- Getting to know link aggregation…”

Tabla de Contenidos: “…Advantages -- Disadvantages -- Principles of monkey patching for data observability -- Wrapping the function -- Consolidating the findings -- Pros and cons of the monkey patching method -- Advanced techniques for data observability - distributed tracing -- Summary -- Chapter 4: Data Observability Elements -- Technical requirements -- Prerequisites and installation requirements -- Kensu - a data observability framework -- kensu-py - an overview of the monkey patching technique -- Static and dynamic elements -- Defining the data observability context -- Application or process -- Code base -- Code version -- Project -- Environment -- User -- Timestamp -- The application run -- Getting the metadata of the data sources -- Data source -- Schema -- Mastering lineage -- Types of lineage and dependencies -- Lineage run -- What's in the log? …”

Tabla de Contenidos: “…Implementation in TensorFlow -- Deep belief networks -- Summary -- Chapter 5: Image Recognition -- Similarities between artificial and biological models -- Intuition and justification -- Convolutional layers -- Stride and padding in convolutional layers -- Pooling layers -- Dropout -- Convolutional layers in deep learning -- Convolutional layers in Theano -- A convolutional layer example with Keras to recognize digits -- A convolutional layer example with Keras for cifar10 -- Pre-training -- Summary -- Chapter 6: Recurrent Neural Networks and Language Models -- Recurrent neural networks -- RNN - how to implement and train -- Backpropagation through time -- Vanishing and exploding gradients -- Long short term memory -- Language modeling -- Word-based models -- N-grams -- Neural language models -- Character-based model -- Preprocessing and reading data -- LSTM network -- Training -- Sampling -- Example training -- Speech recognition -- Speech recognition pipeline -- Speech as input data -- Preprocessing -- Acoustic model -- Deep belief networks -- Recurrent neural networks -- CTC -- Attention-based models -- Decoding -- End-to-end models -- Summary -- Bibliography -- Chapter 7: Deep Learning for Board Games -- Early game playing AI -- Using the min-max algorithm to value game states -- Implementing a Python Tic-Tac-Toe game -- Learning a value function -- Training AI to master Go -- Upper confidence bounds applied to trees -- Deep learning in Monte Carlo Tree Search -- Quick recap on reinforcement learning -- Policy gradients for learning policy functions -- Policy gradients in AlphaGo -- Summary -- Chapter 8: Deep Learning for Computer Games -- A supervised learning approach to games -- Applying genetic algorithms to playing games -- Q-Learning -- Q-function -- Q-learning in action -- Dynamic games -- Experience replay -- Epsilon greedy…”

Tabla de Contenidos: “…Solution 2: Create a student master table; 2.15.3. Discussion; 2.16. Finding Complements of Sets with Different Universes; 2.16.2. …”

Tabla de Contenidos: “…AGP; 11.1 Introduction; 11.2 PCI and AGP; 11.3 Bus transactions; 11.4 Pin description; 11.5 AGP master configuration; 11.6 Bus commands; 11.7 Addressing modes and bus operations; 11.8 Register description; 11.9 Exercises; 11.10 Notes from the author; Chapter 12. …”

Tabla de Contenidos: “…6.3.2 Iteration statements6.3.3 Structured text programs; Problems; 7 Internal relays; 7.1 Internal relays; 7.2 Ladder programs; 7.2.1 Programs with multiple input conditions; 7.2.2 Latching programs; 7.3 Battery-backed relays; 7.4 One-shot operation; 7.5 Set and reset; 7.5.1 Program examples; 7.6 Master control relay; 7.6.1 Examples of programs; Problems; 8 Jump and call; 8.1 Jump; 8.1.1 Jumps within jumps; 8.2 Subroutines; Problems; 9 Timers; 9.1 Types of timers; 9.2 Programming timers; 9.2.1 Sequencing; 9.2.2 Cascaded timers; 9.2.3 On-off cycle timer; 9.3 Off-delay timers; 9.4 Pulse timers…”

Tabla de Contenidos: “…SOA Values; 4.8.4. Multiple Master Servers; 4.9. Adding More Zones; 4.10. What&s Next?…”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Authors -- About the Reviewers -- www.PacktPub.com -- Preface -- Table of Contents -- Chapter 1: Report Authoring Basic Concepts -- Introduction -- Summary filters and detail filters -- Sorting grouped values -- Aggregation and rollup aggregation -- Implementing if-then-else in filters -- Formatting data - dates, numbers, and percentages -- Creating sections -- Hiding columns in crosstabs -- Prompts - display value versus use value -- Chapter 2 : Advanced Report Authoring -- Introduction -- Adding cascaded prompts -- Creating a nested report - defining the master detail relationship -- Writing back to the database -- Adding conditional formatting -- Formatting negative values -- Playing with conditional styles -- Using conditional blocks - many reports in one -- Defining drill-through from crosstab intersection -- Overriding crosstab intersection drill-through definitions -- Chapter 3 : Using JavaScript Files - Tips and Tricks -- Introduction -- Defining dynamic default values for prompts -- Changing the title of the value prompt -- Validating textbox prompts -- Showing/hiding prompt controls at runtime -- Selecting and submitting values automatically -- Manipulating the Date Time control -- Creating a variable width bar chart using JavaScript -- Chapter 4 : The Report Page - Tips and Tricks -- Introduction -- Showing images dynamically (traffic light report) -- Handling the missing image issue -- Dynamic links to an external website (a Google Maps example) -- Alternating drill links -- Showing tooltips on reports -- Merged cells in Excel output -- Worksheet name in Excel output -- Conditional column titles -- Chapter 5 : Working with XML -- Introduction -- Changing drill targets quickly -- Copying and pasting drill links -- Removing references to old packages or items…”

Tabla de Contenidos: “…Front Cover -- Business Intelligence Guidebook -- Copyright -- Contents -- Foreword -- How to Use This Book -- CHAPTER SUMMARIES -- Acknowledgments -- PART I - CONCEPTS AND CONTEXT -- CHAPTER 1 - THE BUSINESS DEMAND FOR DATA, INFORMATION, AND ANALYTICS -- JUST ONE WORD: DATA -- WELCOME TO THE DATA DELUGE -- TAMING THE ANALYTICS DELUGE -- TOO MUCH DATA, TOO LITTLE INFORMATION -- DATA CAPTURE VERSUS INFORMATION ANALYSIS -- THE FIVE CS OF DATA -- COMMON TERMINOLOGY FROM OUR PERSPECTIVE -- REFERENCES -- PART II - BUSINESS AND TECHNICAL NEEDS -- CHAPTER 2 - JUSTIFYING BI: BUILDING THE BUSINESS AND TECHNICAL CASE -- WHY JUSTIFICATION IS NEEDED -- BUILDING THE BUSINESS CASE -- BUILDING THE TECHNICAL CASE -- ASSESSING READINESS -- CREATING A BI ROAD MAP -- DEVELOPING SCOPE, PRELIMINARY PLAN, AND BUDGET -- OBTAINING APPROVAL -- COMMON JUSTIFICATION PITFALLS -- CHAPTER 3 - DEFINING REQUIREMENTS-BUSINESS, DATA AND QUALITY -- THE PURPOSE OF DEFINING REQUIREMENTS -- GOALS -- DELIVERABLES -- ROLES -- DEFINING REQUIREMENTS WORKFLOW -- INTERVIEWING -- DOCUMENTING REQUIREMENTS -- PART III - ARCHITECTURALFRAMEWORK -- CHAPTER 4 - ARCHITECTURE FRAMEWORK -- THE NEED FOR ARCHITECTURAL BLUEPRINTS -- ARCHITECTURAL FRAMEWORK -- INFORMATION ARCHITECTURE -- DATA ARCHITECTURE -- TECHNICAL ARCHITECTURE -- PRODUCT ARCHITECTURE -- METADATA -- SECURITY AND PRIVACY -- AVOIDING ACCIDENTS WITH ARCHITECTURAL PLANNING -- DO NOT OBSESS OVER THE ARCHITECTURE -- CHAPTER 5 - INFORMATION ARCHITECTURE -- THE PURPOSE OF AN INFORMATION ARCHITECTURE -- DATA INTEGRATION FRAMEWORK -- DIF INFORMATION ARCHITECTURE -- OPERATIONAL BI VERSUS ANALYTICAL BI -- MASTER DATA MANAGEMENT -- CHAPTER 6 - DATA ARCHITECTURE -- THE PURPOSE OF A DATA ARCHITECTURE -- HISTORY -- DATA ARCHITECTURAL CHOICES -- DATA INTEGRATION WORKFLOW -- DATA WORKFLOW-RISE OF EDW AGAIN -- OPERATIONAL DATA STORE -- REFERENCES…”

Tabla de Contenidos: “…Roitblat -- Chimpanzee Ai and her son Ayumu: an episode of education by master-apprenticeship / Tetsuro Matsuzawa -- The evolution and ontogeny of ordinal numerical ability / Elizabeth M. …”

Tabla de Contenidos: “…Cover -- Contents -- Introduction -- What's in the Book -- This Book's Special Features -- I: MASTERING EXCEL RANGES AND FORMULAS -- 1 Getting the Most Out of Ranges -- Advanced Range-Selection Techniques -- Data Entry in a Range -- Filling a Range -- Using the Fill Handle -- Creating a Series -- Advanced Range Copying -- Copying Selected Cell Attributes -- Clearing a Range -- Applying Conditional Formatting to a Range -- 2 Using Range Names -- Defining a Range Name -- Working with Range Names -- 3 Building Basic Formulas -- Understanding Formula Basics -- Understanding Operator Precedence -- Controlling Worksheet Calculation -- Copying and Moving Formulas -- Displaying Worksheet Formulas -- Converting a Formula to a Value -- Working with Range Names in Formulas -- Working with Links in Formulas -- Formatting Numbers, Dates, and Times -- 4 Creating Advanced Formulas -- Working with Arrays -- Understanding Array Formulas -- Using Array Constants -- Using Iteration and Circular References -- Consolidating Multisheet Data -- Applying Data-Validation Rules to Cells -- Using Dialog Box Controls on a Worksheet -- 5 Troubleshooting Formulas -- Understanding Excel's Error Values -- Fixing Other Formula Errors -- Handling Formula Errors with IFERROR( ) -- Using the Formula Error Checker -- Auditing a Worksheet -- II: HARNESSING THE POWER OF FUNCTIONS -- 6 Understanding Functions -- About Excel's Functions -- The Structure of a Function -- Typing a Function into a Formula -- Using the Insert Function Feature -- Loading the Analysis ToolPak -- 7 Working with Text Functions -- Excel's Text Functions -- Working with Characters and Codes -- Converting Text -- Formatting Text -- Manipulating Text -- Removing Unwanted Characters from a String -- Extracting a Substring -- Searching for Substrings -- Case Study: Generating Account Numbers…”

Tabla de Contenidos: “…-- Arithmetic Operators -- Comparison Operators -- Date Time Functions -- String Functions -- Regular Expression Functions -- Functions for transformation -- Mastering transformation with User-Defined Functions -- Some considerations when using UDFs -- UDF format -- Summary -- Further Reading -- Chapter 4: BigQuery SQL Basic -- The BigQuery interface -- Error checking -- Querying in BigQuery -- Types of queries -- Querying public data -- Basic SQL syntax -- Commenting in BigQuery SQL…”